Neural network training - backpropagation¶
from IPython.display import Image
Image(filename='nn.png')
Backpropagation algorithm¶
How can we optimize the weights in a general neural network? We need gradients, i.e. the partial derivatives with respect to all of the weights.
Let's try to understand the calculation with a simple example. We have a 2D binary classification problem with 1 hidden layer of neurons. We need two weight matrices: of size and of size Forward propagation just consists of matrix-vector multiplications and applying the activation functions
The contribution of a single sample to the log loss function:
We have to calculate the partial derivatives of with respect to the entries of and . It is easier to start from backwards with the weights and apply the chain rule:
Now we can get the derivatives w.r.t. the entries of by using a massive amount of chain rules:
Short summary:
- using a given set of weights we can use feedforward calculation to get the activations and outputs
- we calculate the error on the output layer
- we propagate the errors backwards to calculate other values
- from the deltas we can simply get the partial derivatives:
- then we have the gradient and can apply any gradient-based optimization method
Try to code a neural network from scratch with¶
2 input neurons
1 hidden layer with 5 neurons
1 output neuron
sigmoid activations
Create functions that do the feedforward and backprogation phases, too
Create a training that does a gradient descent algorithm based on the partial derivatives
For validation we'll use the scikit-learn's
make_moonsfunction to create a nice 2D dataset
Image('nn_251.png')
import matplotlib.pyplot as plt
from sklearn.metrics import log_loss
from tqdm import tqdm
import pandas as pd
import numpy as np
%matplotlib inline
def sigmoid(z):
return 1 / (1 + np.exp(-z))
def feedforward(X, W1, W2):
num_samples = X.shape[0]
###############################
X = np.hstack((np.ones((num_samples, 1)), X))
z1 = X @ W1
a1 = sigmoid(z1)
###############################
a1 = np.hstack((np.ones((num_samples, 1)), a1))
z2 = a1 @ W2
a2 = sigmoid(z2)
y_pred = a2
return y_pred
def backprop(X, W1, W2, y_true):
y_true = y_true.reshape(-1, 1)
num_samples = X.shape[0]
############################### Feedforward layer 1
X = np.hstack((np.ones((num_samples, 1)), X))
z1 = X @ W1
a1 = sigmoid(z1)
############################### Feedforward layer 2
a1 = np.hstack((np.ones((num_samples, 1)), a1))
z2 = a1 @ W2
a2 = sigmoid(z2)
y_pred = a2
############################### Backpropagation layer 2
delta2 = y_pred - y_true
deriv2 = a1.T @ delta2
############################### Backpropagation layer 1
delta1 = (delta2 @ W2.T) * a1 * (1 - a1)
delta1 = delta1[:, 1:] # the first column of delta1 is constant 0, we can drop it
deriv1 = X.T @ delta1
return deriv1, deriv2
# Check the shapes of the results
num_samples = 100
num_features = 2
num_hidden_neurons = 5
W1 = np.random.normal(size=(num_features + 1, num_hidden_neurons))
W2 = np.random.normal(size=(num_hidden_neurons + 1, 1))
X = np.random.normal(size=(num_samples, num_features))
y_true = np.random.normal(size=(num_samples, 1))
############################### Feedforward layer 1
X = np.hstack((np.ones((num_samples, 1)), X))
z1 = X @ W1
a1 = sigmoid(z1)
############################### Feedforward layer 2
a1 = np.hstack((np.ones((num_samples, 1)), a1))
z2 = a1 @ W2
a2 = sigmoid(z2)
y_pred = a2
############################### Backpropagation layer 2
delta2 = y_pred - y_true
deriv2 = a1.T @ delta2
############################### Backpropagation layer 1
delta1 = (delta2 @ W2.T) * a1 * (1 - a1)
delta1 = delta1[:, 1:] # the first column of delta1 is constant 0, we can drop it
deriv1 = X.T @ delta1
print(W1.shape, W2.shape, X.shape, z1.shape, a1.shape, z2.shape, a2.shape, delta2.shape, deriv2.shape)
(3, 5) (6, 1) (100, 3) (100, 5) (100, 6) (100, 1) (100, 1) (100, 1) (6, 1)
W2.shape, delta2.shape, a1.shape
((6, 1), (100, 1), (100, 6))
delta1 = (delta2 @ W2.T) * a1 * (1 - a1)
delta1 = delta1[:, 1:] # the first column of delta1 is constant 0, we can drop it
deriv1 = X.T @ delta1
delta1.shape, X.shape, deriv1.shape
((100, 5), (100, 3), (3, 5))
W1 = np.random.normal(size=(num_features + 1, num_hidden_neurons))
W2 = np.random.normal(size=(num_hidden_neurons + 1, 1))
X = np.random.normal(size=(num_samples, num_features))
y_true = np.random.normal(size=(num_samples, 1))
feedforward(X, W1, W2).shape, backprop(X, W1, W2, y_true)
((100, 1),
(array([[ 7.74613756, 2.51758705, -18.93409175, -7.89605125,
6.8478727 ],
[ -1.42071695, -0.05079036, -2.66297019, 0.63651906,
0.91796941],
[ 2.39525093, -1.05570954, 4.14734906, 3.97451521,
-1.41098157]]),
array([[40.3881318 ],
[30.96576305],
[15.81919662],
[16.34024739],
[ 9.95927399],
[22.40601791]])))
Create a train and test with sklearn.datasets' make_moons function¶
- 500 points for the train set
- 100 points for the test set
from sklearn.datasets import make_moons
import seaborn as sns
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
X_te, y_te = make_moons(100, random_state=43, noise=0.15)
X_tr.shape, y_tr.shape
((500, 2), (500,))
sns.scatterplot(x=X_tr[:, 0], y=X_tr[:, 1], hue=y_tr)
plt.show()
sns.scatterplot(x=X_te[:, 0], y=X_te[:, 1], hue=y_te)
<Axes: >
def train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.001, n_hidden_neurons=5, num_epochs=100, random_state=42):
num_features = X_tr.shape[1]
rs = np.random.RandomState(random_state)
W1 = rs.normal(size=(num_features + 1, n_hidden_neurons))
W2 = rs.normal(size=(n_hidden_neurons + 1, 1))
print(W1.shape, W2.shape)
train_losses, test_losses = [], []
for _ in tqdm(range(num_epochs)):
gradient1, gradient2 = backprop(X_tr, W1, W2, y_tr)
W1 = W1 - learning_rate * gradient1
W2 = W2 - learning_rate * gradient2
y_pred_tr = feedforward(X_tr, W1, W2)
train_loss = log_loss(y_tr, y_pred_tr)
train_losses.append(train_loss)
y_pred_te = feedforward(X_te, W1, W2)
test_loss = log_loss(y_te, y_pred_te)
test_losses.append(test_loss)
plt.plot(train_losses, "r-", label="Train loss")
plt.plot(test_losses, "g-", label="Test loss")
plt.title(f"Final test loss: {test_losses[-1]}")
plt.legend()
return train_losses, test_losses, W1, W2
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.001, n_hidden_neurons=5, num_epochs=100);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 100/100 [00:00<00:00, 1109.89it/s]
## Experiment with different learning rates and neurons
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.001, n_hidden_neurons=5, num_epochs=1000);
(3, 5) (6, 1)
100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1000/1000 [00:00<00:00, 1748.02it/s]
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.001, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:05<00:00, 1827.15it/s]
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.0001, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:05<00:00, 1825.05it/s]
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.01, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:05<00:00, 1840.77it/s]
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.1, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:05<00:00, 1840.71it/s]
train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=1.0, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
0%| | 0/10000 [00:00<?, ?it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: 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/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 1%|██▋ | 115/10000 [00:00<00:08, 1148.10it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 3%|██████▋ | 293/10000 [00:00<00:06, 1513.62it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 5%|██████████▋ | 469/10000 [00:00<00:05, 1623.27it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 6%|██████████████▊ | 648/10000 [00:00<00:05, 1687.30it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 8%|██████████████████▋ | 817/10000 [00:00<00:05, 1544.91it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 10%|██████████████████████▋ | 991/10000 [00:00<00:05, 1605.12it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 12%|██████████████████████████▍ | 1160/10000 [00:00<00:05, 1631.54it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 13%|██████████████████████████████▎ | 1327/10000 [00:00<00:05, 1642.16it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 15%|██████████████████████████████████▏ | 1497/10000 [00:00<00:05, 1659.55it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 17%|█████████████████████████████████████▉ | 1664/10000 [00:01<00:05, 1547.39it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 18%|█████████████████████████████████████████▋ | 1828/10000 [00:01<00:05, 1573.87it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 20%|█████████████████████████████████████████████▌ | 1997/10000 [00:01<00:04, 1606.58it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 22%|█████████████████████████████████████████████████▍ | 2168/10000 [00:01<00:04, 1634.84it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 23%|█████████████████████████████████████████████████████▏ | 2333/10000 [00:01<00:04, 1558.07it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 25%|████████████████████████████████████████████████████████▊ | 2491/10000 [00:01<00:04, 1560.28it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 27%|████████████████████████████████████████████████████████████▋ | 2661/10000 [00:01<00:04, 1599.65it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 28%|████████████████████████████████████████████████████████████████▌ | 2829/10000 [00:01<00:04, 1621.75it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 30%|████████████████████████████████████████████████████████████████████▎ | 2997/10000 [00:01<00:04, 1636.87it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 32%|████████████████████████████████████████████████████████████████████████▏ | 3166/10000 [00:01<00:04, 1651.29it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 33%|███████████████████████████████████████████████████████████████████████████▉ | 3332/10000 [00:02<00:04, 1607.21it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 35%|███████████████████████████████████████████████████████████████████████████████▋ | 3494/10000 [00:02<00:04, 1573.52it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 37%|███████████████████████████████████████████████████████████████████████████████████▍ | 3658/10000 [00:02<00:03, 1590.35it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 38%|███████████████████████████████████████████████████████████████████████████████████████▏ | 3824/10000 [00:02<00:03, 1609.42it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 40%|██████████████████████████████████████████████████████████████████████████████████████████▉ | 3987/10000 [00:02<00:03, 1614.43it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 42%|██████████████████████████████████████████████████████████████████████████████████████████████▌ | 4150/10000 [00:02<00:03, 1618.96it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 43%|██████████████████████████████████████████████████████████████████████████████████████████████████▎ | 4314/10000 [00:02<00:03, 1623.61it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 45%|██████████████████████████████████████████████████████████████████████████████████████████████████████ | 4477/10000 [00:02<00:03, 1597.68it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 46%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▋ | 4637/10000 [00:02<00:03, 1538.71it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 48%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 4805/10000 [00:03<00:03, 1576.78it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 50%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎ | 4971/10000 [00:03<00:03, 1599.26it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 51%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 5134/10000 [00:03<00:03, 1606.55it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 53%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 5297/10000 [00:03<00:02, 1612.69it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 55%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 5461/10000 [00:03<00:02, 1618.71it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 56%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 5624/10000 [00:03<00:02, 1545.98it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 58%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 5780/10000 [00:03<00:02, 1520.30it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 59%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 5940/10000 [00:03<00:02, 1542.89it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 61%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 6107/10000 [00:03<00:02, 1579.16it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 63%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 6272/10000 [00:03<00:02, 1598.54it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 64%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 6437/10000 [00:04<00:02, 1613.28it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 66%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 6602/10000 [00:04<00:02, 1623.08it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 68%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎ | 6768/10000 [00:04<00:01, 1631.76it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 69%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 6932/10000 [00:04<00:01, 1553.25it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 71%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋ | 7089/10000 [00:04<00:01, 1555.17it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 73%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▎ | 7251/10000 [00:04<00:01, 1572.39it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 74%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 7418/10000 [00:04<00:01, 1600.85it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 76%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 7587/10000 [00:04<00:01, 1624.53it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 7755/10000 [00:04<00:01, 1640.16it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 79%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 7921/10000 [00:04<00:01, 1644.19it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 81%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 8089/10000 [00:05<00:01, 1652.85it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 83%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 8255/10000 [00:05<00:01, 1547.92it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 84%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 8415/10000 [00:05<00:01, 1560.42it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 86%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 8578/10000 [00:05<00:00, 1578.15it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 87%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 8746/10000 [00:05<00:00, 1607.39it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 89%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 8910/10000 [00:05<00:00, 1615.86it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 91%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 9076/10000 [00:05<00:00, 1628.29it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 92%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 9246/10000 [00:05<00:00, 1649.51it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 94%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 9412/10000 [00:05<00:00, 1562.93it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 96%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▏ | 9571/10000 [00:06<00:00, 1570.66it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 97%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 9729/10000 [00:06<00:00, 1571.50it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 99%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▌ | 9893/10000 [00:06<00:00, 1591.16it/s]/var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) /var/folders/sq/_vdvf2nn51nbbtm87hrx368h0000gn/T/ipykernel_1713/138240781.py:14: RuntimeWarning: overflow encountered in exp return 1 / (1 + np.exp(-z)) 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:06<00:00, 1595.08it/s]
Stochastic Gradient Descent (SGD) algorithm¶
- Shuffle the samples randomly
- iterate through the sum loop by batches and update after every single batch
## Stochastic gradient descent algorithm with mini-batches
def train_sgd(X_tr, y_tr, X_te, y_te, learning_rate=0.001,
n_hidden_neurons=5, n_epochs=100, batch_size=32, random_state=42):
return train_losses, test_losses, W1, W2
Plot the decision boundary during the optimization process¶
_, _, W1, W2 = train_grad_desc(X_tr, y_tr, X_te, y_te,
learning_rate=0.001, n_hidden_neurons=5, num_epochs=10000);
(3, 5) (6, 1)
100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 10000/10000 [00:05<00:00, 1826.98it/s]
m1 = np.linspace(-3, 3, 100)
m2 = np.linspace(-1, 2, 100)
xx1, xx2 = np.meshgrid(m1, m2)
def grad_desc_nn_plot(X_tr, y_tr, learning_rate, num_epochs, n_hidden_neurons=5, plot_step=10, random_state=42):
num_features = X_tr.shape[1]
rs = np.random.RandomState(random_state)
W1 = rs.normal(size=(num_features + 1, n_hidden_neurons))
W2 = rs.normal(size=(n_hidden_neurons + 1, 1))
for idx in tqdm(range(num_epochs)):
gradient1, gradient2 = backprop(X_tr, W1, W2, y_tr)
W1 = W1 - learning_rate * gradient1
W2 = W2 - learning_rate * gradient2
if idx % plot_step == 0:
X = np.hstack((xx1.reshape(-1, 1), xx2.reshape(-1, 1)))
predictions_grid = feedforward(X, W1, W2)
plt.contourf(xx1, xx2, predictions_grid.reshape(100, 100), levels=[0, 0.5, 1], cmap="hsv")
plt.colorbar()
sns.scatterplot(x=X_tr[:, 0], y=X_tr[:, 1], hue=y_tr)
plt.show()
return
sns.scatterplot(x=X_tr[:, 0], y=X_tr[:, 1], hue=y_tr)
xx1.shape, xx2.shape
((100, 100), (100, 100))
X = np.hstack((xx1.reshape(-1, 1), xx2.reshape(-1, 1)))
predictions_grid = feedforward(X, W1, W2)
plt.contourf(xx1, xx2, predictions_grid.reshape(100, 100), levels=[0, 0.5, 1], cmap="hsv")
plt.colorbar()
sns.scatterplot(x=X_tr[:, 0], y=X_tr[:, 1], hue=y_tr)
X.shape, predictions_grid.shape
((10000, 2), (10000, 1))
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
grad_desc_nn_plot(X_tr, y_tr, learning_rate=0.01, num_epochs=500, n_hidden_neurons=5, plot_step=50, random_state=42)
0%| | 0/500 [00:00<?, ?it/s]
10%|███████████████████████▊ | 51/500 [00:00<00:01, 322.77it/s]
20%|██████████████████████████████████████████████▊ | 101/500 [00:00<00:01, 398.79it/s]
33%|█████████████████████████████████████████████████████████████████████████████▍ | 167/500 [00:00<00:00, 503.03it/s]
44%|██████████████████████████████████████████████████████████████████████████████████████████████████████ | 220/500 [00:00<00:00, 301.67it/s]
60%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋ | 301/500 [00:00<00:00, 359.22it/s]
70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 351/500 [00:00<00:00, 364.58it/s]
100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:01<00:00, 441.96it/s]
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
grad_desc_nn_plot(X_tr, y_tr, learning_rate=0.01, num_epochs=500, n_hidden_neurons=50, plot_step=50, random_state=42)
0%| | 0/500 [00:00<?, ?it/s]
0%|▍ | 1/500 [00:00<00:57, 8.60it/s]
17%|███████████████████████████████████████▌ | 85/500 [00:00<00:01, 264.89it/s]
30%|██████████████████████████████████████████████████████████████████████ | 151/500 [00:00<00:01, 307.99it/s]
40%|█████████████████████████████████████████████████████████████████████████████████████████████▎ | 201/500 [00:00<00:00, 328.28it/s]
50%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 251/500 [00:00<00:00, 346.66it/s]
60%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▋ | 301/500 [00:00<00:00, 338.51it/s]
70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 351/500 [00:01<00:00, 366.58it/s]
80%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 401/500 [00:01<00:00, 389.89it/s]
100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:01<00:00, 367.71it/s]
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
grad_desc_nn_plot(X_tr, y_tr, learning_rate=0.01, num_epochs=500, n_hidden_neurons=500, plot_step=50, random_state=42)
0%| | 0/500 [00:00<?, ?it/s]
7%|███████████████▍ | 33/500 [00:00<00:02, 156.51it/s]
17%|███████████████████████████████████████▌ | 85/500 [00:00<00:02, 190.47it/s]
29%|██████████████████████████████████████████████████████████████████▊ | 144/500 [00:00<00:01, 189.28it/s]
34%|█████████████████████████████████████████████████████████████████████████████▉ | 168/500 [00:01<00:02, 163.14it/s]
45%|████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 226/500 [00:01<00:01, 179.23it/s]
56%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 278/500 [00:01<00:01, 186.16it/s]
67%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 334/500 [00:01<00:00, 202.28it/s]
78%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 389/500 [00:02<00:00, 200.78it/s]
87%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▉ | 433/500 [00:02<00:00, 164.69it/s]
100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:02<00:00, 170.86it/s]
from sklearn.datasets import make_circles
X_tr, y_tr = make_circles(500, random_state=42, noise=0.15, factor=0.4)
grad_desc_nn_plot(X_tr, y_tr, learning_rate=0.01, num_epochs=500, n_hidden_neurons=5, plot_step=50, random_state=42)
0%| | 0/500 [00:00<?, ?it/s]
10%|███████████████████████▊ | 51/500 [00:00<00:01, 252.61it/s]
26%|████████████████████████████████████████████████████████████▊ | 131/500 [00:00<00:00, 479.34it/s]
38%|███████████████████████████████████████████████████████████████████████████████████████▋ | 189/500 [00:00<00:00, 478.41it/s]
50%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 251/500 [00:00<00:00, 435.88it/s]
70%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████▊ | 351/500 [00:00<00:00, 448.09it/s]
100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 500/500 [00:01<00:00, 409.05it/s]
Avoiding overfitting - Regularization¶
We can use the standard way to penalize the non-zero weights by applying or regularization terms
Another technique to avoid overfitting - Dropout¶
During every update we temporarily randomly delete a number (typically a fixed percentage) of neurons (all their connections are set to 0 weights) and force the reamining ones to learn more distinctive features. When we evaluate the model everything is turned on again.
Stopping criterion in SGD¶
Since the loss functions are noisy during an SGD training it might be difficult to find a good stopping point
- either we can set the number of epochs to fixed number or
- for example if the test_loss/validation_loss hasn't been improved in the last epochs we can stop
Learning rate change¶
We can adaptively change the learning rate
- initially is worth using a higher learning rate
- then as we are getting closer and closer to a plateau, we can gradually decrease it
Weight initialization¶
If we work with sigmoid activations and lots of neurons, it is better to keep the values close to to avoid the vanishing gradient phenomenon, i.e. if is large; thus the initial weights need to be chosen more carefully, but this is not so important for small networks
- for example, use a uniform distribution from the interval
Data augmentation¶
If we can easily get more samples, it's definitely worth doing it. Quite often even a model with a weak potential can outperform a good model if it is trained on a much larger dataset. For certain tasks it is cheap to artificially generate new data points
- for images we can distort them by
- shifting
- rotations
- reflections (be careful, the digits 6 and 9 should be different)
- adding random noise
- similar tricks can be applied in other cases, too (sometimes even for textual data - translate to another language and back, use synonyms, etc.)
Keras and Tensorflow implementations¶
Now that we have some basic knowledge about the neural networks, we are allowed to use the Tensorflow implementations via the Keras API.
First we get to know the Keras Sequential API with which we can build our Neural Network architecture sequentially for the MNIST dataset. The more flexible Functional API will be investigated later.
- We start with an input layer that accepts inputs (MNIST), (2,) for
moons - The apply a dense layer
- Apply an activation function
- A dense layer again
- And a sigmoid activation to predict probabilities
#!pip install keras
#!pip install tensorflow
from keras.models import Sequential
from keras.layers import Dense, Input, Activation
from keras.optimizers import SGD
model = Sequential()
model.add(Input(shape=[2]))
model.add(Dense(5))
model.add(Activation("sigmoid"))
model.add(Dense(1))
model.add(Activation("sigmoid"))
model.summary()
Model: "sequential_24"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩ │ dense_17 (Dense) │ (None, 5) │ 15 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ activation_15 (Activation) │ (None, 5) │ 0 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ dense_18 (Dense) │ (None, 1) │ 6 │ ├─────────────────────────────────┼────────────────────────┼───────────────┤ │ activation_16 (Activation) │ (None, 1) │ 0 │ └─────────────────────────────────┴────────────────────────┴───────────────┘
Total params: 21 (84.00 B)
Trainable params: 21 (84.00 B)
Non-trainable params: 0 (0.00 B)
from keras.utils import plot_model
# pip install pydot
plot_model(model, show_shapes=True)
The model has to be compiled, where we can specify
- the loss function
- the additional metrics to monitor
- the optimizer
model.compile(loss="binary_crossentropy",
metrics=["accuracy"],
optimizer=SGD(learning_rate=0.1))
We have to fit the model where we can specify
- a train set with labels
- batch size
- number of epochs
- ratio for the validation set that can used for hyperparameter selection
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
model.fit(X_tr, y_tr,
batch_size=32,
epochs=20,
validation_split=0.1 # 10% of the train set is used for validation
)
Epoch 1/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 1s 18ms/step - accuracy: 0.7183 - loss: 0.6530 - val_accuracy: 0.8200 - val_loss: 0.6337 Epoch 2/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8292 - loss: 0.6319 - val_accuracy: 0.8200 - val_loss: 0.6173 Epoch 3/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8401 - loss: 0.6171 - val_accuracy: 0.8200 - val_loss: 0.6020 Epoch 4/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8246 - loss: 0.5984 - val_accuracy: 0.8600 - val_loss: 0.5830 Epoch 5/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8242 - loss: 0.5828 - val_accuracy: 0.8200 - val_loss: 0.5646 Epoch 6/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 8ms/step - accuracy: 0.8091 - loss: 0.5720 - val_accuracy: 0.8200 - val_loss: 0.5462 Epoch 7/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8291 - loss: 0.5490 - val_accuracy: 0.8600 - val_loss: 0.5261 Epoch 8/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8250 - loss: 0.5329 - val_accuracy: 0.8600 - val_loss: 0.5093 Epoch 9/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8084 - loss: 0.5225 - val_accuracy: 0.8400 - val_loss: 0.4913 Epoch 10/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8397 - loss: 0.4873 - val_accuracy: 0.8800 - val_loss: 0.4726 Epoch 11/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8035 - loss: 0.4814 - val_accuracy: 0.8800 - val_loss: 0.4565 Epoch 12/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8362 - loss: 0.4618 - val_accuracy: 0.8400 - val_loss: 0.4431 Epoch 13/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8272 - loss: 0.4567 - val_accuracy: 0.8800 - val_loss: 0.4269 Epoch 14/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8328 - loss: 0.4353 - val_accuracy: 0.8400 - val_loss: 0.4153 Epoch 15/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8212 - loss: 0.4238 - val_accuracy: 0.8800 - val_loss: 0.4010 Epoch 16/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8321 - loss: 0.4066 - val_accuracy: 0.8800 - val_loss: 0.3888 Epoch 17/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8256 - loss: 0.4106 - val_accuracy: 0.8800 - val_loss: 0.3778 Epoch 18/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8069 - loss: 0.4127 - val_accuracy: 0.8800 - val_loss: 0.3677 Epoch 19/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8248 - loss: 0.3834 - val_accuracy: 0.8800 - val_loss: 0.3587 Epoch 20/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8196 - loss: 0.3836 - val_accuracy: 0.8800 - val_loss: 0.3507
<keras.src.callbacks.history.History at 0x35c497410>
model = Sequential()
model.add(Input(shape=[2]))
model.add(Dense(5))
model.add(Activation("sigmoid"))
model.add(Dense(1))
model.add(Activation("sigmoid"))
model.compile(loss="binary_crossentropy",
metrics=["accuracy"],
optimizer=SGD(learning_rate=10.0))
X_tr, y_tr = make_moons(500, random_state=42, noise=0.15)
model.fit(X_tr, y_tr,
batch_size=32,
epochs=20,
validation_split=0.1 # 10% of the train set is used for validation
)
Epoch 1/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 19ms/step - accuracy: 0.6598 - loss: 0.8512 - val_accuracy: 0.8000 - val_loss: 0.4855 Epoch 2/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8324 - loss: 0.3199 - val_accuracy: 0.5000 - val_loss: 1.1705 Epoch 3/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.7956 - loss: 0.4275 - val_accuracy: 0.8000 - val_loss: 0.3128 Epoch 4/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.8591 - loss: 0.2777 - val_accuracy: 0.8000 - val_loss: 0.3825 Epoch 5/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8271 - loss: 0.3486 - val_accuracy: 0.7600 - val_loss: 0.7225 Epoch 6/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8573 - loss: 0.3032 - val_accuracy: 0.9000 - val_loss: 0.2358 Epoch 7/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8702 - loss: 0.2273 - val_accuracy: 0.8400 - val_loss: 0.2860 Epoch 8/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8860 - loss: 0.2280 - val_accuracy: 0.6000 - val_loss: 1.2911 Epoch 9/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.7986 - loss: 0.5011 - val_accuracy: 0.9000 - val_loss: 0.2183 Epoch 10/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8919 - loss: 0.2070 - val_accuracy: 0.9000 - val_loss: 0.1955 Epoch 11/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.9043 - loss: 0.1929 - val_accuracy: 0.8000 - val_loss: 0.5106 Epoch 12/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8463 - loss: 0.3537 - val_accuracy: 0.6000 - val_loss: 1.2844 Epoch 13/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.8538 - loss: 0.4243 - val_accuracy: 0.9200 - val_loss: 0.1936 Epoch 14/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.9362 - loss: 0.1622 - val_accuracy: 0.9600 - val_loss: 0.1732 Epoch 15/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 5ms/step - accuracy: 0.9789 - loss: 0.0972 - val_accuracy: 0.9200 - val_loss: 0.1233 Epoch 16/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 8ms/step - accuracy: 0.9884 - loss: 0.0593 - val_accuracy: 0.9600 - val_loss: 0.0825 Epoch 17/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.9899 - loss: 0.0393 - val_accuracy: 0.9600 - val_loss: 0.0731 Epoch 18/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.9864 - loss: 0.0439 - val_accuracy: 0.9800 - val_loss: 0.0727 Epoch 19/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.9844 - loss: 0.0365 - val_accuracy: 0.9800 - val_loss: 0.0660 Epoch 20/20 15/15 ━━━━━━━━━━━━━━━━━━━━ 0s 6ms/step - accuracy: 0.9954 - loss: 0.0243 - val_accuracy: 0.9800 - val_loss: 0.0580
<keras.src.callbacks.history.History at 0x35abff3d0>
# evaluate the model on the test set
X_te, y_te = make_moons(100, random_state=43, noise=0.15)
model.evaluate(X_te, y_te)
4/4 ━━━━━━━━━━━━━━━━━━━━ 0s 18ms/step - accuracy: 0.9939 - loss: 0.0295
[0.03080172836780548, 0.9900000095367432]
model.predict(X_te)
4/4 ━━━━━━━━━━━━━━━━━━━━ 0s 7ms/step
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